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010   $a3-030-37775-X
024 7 $a10.1007/978-3-030-37775-5
035   $a(CKB)4100000010121995
035   $a(DE-He213)978-3-030-37775-5
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035   $a(PPN)242846394
035   $a(EXLCZ)994100000010121995
100   $a20200129d2020      u|         0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aOptimal Social Influence /$fby Wen Xu, Weili Wu
205   $a1st ed. 2020.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020.
215   $a1 online resource (VIII, 124 p. 24 illus., 19 illus. in color.) 
225 1 $aSpringerBriefs in Optimization,$x2190-8354
311 08$a3-030-37774-1 
327   $a1. Introduction of Social Influence Analysis -- 2. Diffusion of Information -- 3. Information Source Detection in Social Networks -- 4. Rumor Blocking in Social Networks -- 5. Multiple Social Influence: Models and Applications.
330   $aThis self-contained book describes social influence from a computational point of view, with a focus on recent and practical applications, models, algorithms and open topics for future research. Researchers, scholars, postgraduates and developers interested in research on social networking and the social influence related issues will find this book useful and motivating. The latest research on social computing is presented along with and illustrations on how to understand and manipulate social influence for knowledge discovery by applying various data mining techniques in real world scenarios. Experimental reports, survey papers, models and algorithms with specific optimization problems are depicted. The main topics covered in this book are: chrematistics of social networks, modeling of social influence propagation, popular research problems in social influence analysis such as influence maximization, rumor blocking, rumor source detection, and multiple social influence competing. .
410  0$aSpringerBriefs in Optimization,$x2190-8354
606   $aMathematical optimization
606   $aAlgorithms
606   $aMathematical models
606   $aComputer science?Mathematics
606   $aOptimization$3https://scigraph.springernature.com/ontologies/product-market-codes/M26008
606   $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021
606   $aMathematical Modeling and Industrial Mathematics$3https://scigraph.springernature.com/ontologies/product-market-codes/M14068
606   $aMath Applications in Computer Science$3https://scigraph.springernature.com/ontologies/product-market-codes/I17044
615  0$aMathematical optimization.
615  0$aAlgorithms.
615  0$aMathematical models.
615  0$aComputer science?Mathematics.
615 14$aOptimization.
615 24$aAlgorithm Analysis and Problem Complexity.
615 24$aMathematical Modeling and Industrial Mathematics.
615 24$aMath Applications in Computer Science.
676   $a302.231
700   $aXu$b Wen$4aut$4http://id.loc.gov/vocabulary/relators/aut$0782259
702   $aWu$b Weili$4aut$4http://id.loc.gov/vocabulary/relators/aut
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910483080403321
996   $aOptimal Social Influence$92310997
997   $aUNINA